Project summary
Findings:
Twitter data
Here is a sample of the type of twitter information we obtained.
| created_at | tweet_id | full_text | user_id | user_location | geo_type | geo_coordinates | language | retweet_count | favorite_count | lat | lon |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Thu Jun 16 01:22:04 +0000 2016 | 7.432523e+17 | #spearmint and #lemon #infused #mojito is our special #coctail tonight at #thehungrycat… https://t.co/66WfhLb3H7 | 5.432479e+07 | Hollywood, California | Point | c(34.42229571, -119.70542917) | en | 0 | 0 | 34.42230 | -119.7054 |
| Thu Nov 08 20:13:29 +0000 2018 | 1.060626e+18 | This fragrance is for those who enjoy the smell of #mint but don’t like the harsh crispness most #mintyfresh #candles emit. 🔥MINTED CUCUMBER is a warm, fresh, clean scent that can be… https://t.co/tjLl8jgDmI | 2.299386e+08 | Santa Barbara, CA | Point | c(34.43836295, -119.74743605) | en | 0 | 0 | 34.43836 | -119.7474 |
| Mon Jan 12 01:28:40 +0000 2015 | 5.544499e+17 | Day 3 at Golden Bridge SM in the books. 7 kundalini classes to go this month. Nothing like sunset at… http://t.co/GgLabKf2OA | 9.520680e+08 | Santa Barbara, CA | Point | c(34.417583, -119.641959) | en | 0 | 0 | 34.41758 | -119.6420 |
| Sun Mar 04 04:22:59 +0000 2018 | 9.701526e+17 | All lanes shutdown in both directions until further notice in #Carpinteria on Hwy 192 NB after Cravens Ln and Sycamore Cyn Rd #LAtraffic | 6.517110e+07 | Southern California | Point | c(34.4155, -119.5384) | en | 0 | 1 | 34.41550 | -119.5384 |
| Tue Oct 16 16:39:09 +0000 2018 | 1.052238e+18 | St. Francis of Assisi is often remembered as the Patron Saint of animals. Earlier this month we celebrated the Feast of St. Francis here on our St. Vincent’s campus. St. Vincent’s held a… https://t.co/pmLOVnqUUV | 7.072856e+17 | Santa Barbara, CA | Point | c(34.44264662, -119.76236015) | en | 0 | 0 | 34.44265 | -119.7624 |
| Tue Apr 21 21:13:51 +0000 2015 | 5.906245e+17 | I feel like every quidditch TD needs a Tim Gunn in their life. http://t.co/qMtNHwY5w5 | 1.461168e+09 | Costa Mesa, CA | Point | c(34.41568786, -119.84217672) | en | 0 | 2 | 34.41569 | -119.8422 |
| Sat Apr 07 22:13:00 +0000 2018 | 9.827431e+17 | A delicious skinny cucumber mojito at the new Bluewater Grill. Delish! #drinksintheafternoon… https://t.co/mEfxyugEn7 | 5.554007e+08 | Santa Barbara, CA | Point | c(34.4127726, -119.6887258) | en | 0 | 0 | 34.41277 | -119.6887 |
| Fri Mar 06 18:15:12 +0000 2015 | 5.739097e+17 | My stomach hates me | 2.031463e+08 | San Diego & UCSB | Point | c(34.41178625, -119.85757962) | en | 0 | 0 | 34.41179 | -119.8576 |
| Sat Aug 26 19:59:37 +0000 2017 | 9.015346e+17 | current weather in Santa Barbara: haze, 75°F 83% humidity, wind 7mph, pressure 1014mb | 1.203326e+08 | Santa Barbara, CA | Point | c(34.42, -119.7) | en | 0 | 0 | 34.42000 | -119.7000 |
| Sun Feb 08 00:44:14 +0000 2015 | 5.642231e+17 | #craftbeer as a means to enjoy this rainy day! http://t.co/onLb0CT711 | 2.264738e+08 | Carpinteria, CA | Point | c(34.39527977, -119.52174417) | en | 1 | 0 | 34.39528 | -119.5217 |
Required crimson hexagon access
As you zoom in on the map, clusters will disaggregate. You can click on blue points to see the tweet.